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CategoricalDataAnalysis

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说明:  From helping to assess the value of new medical treatments to evaluating the factors that affect our opinions and behaviors, analysts today are finding myriad uses for categorical data methods. In this book we introduce these methods and the theory behind them. Statistical methods for categorical responses were late in gaining the level of sophistication achieved early in the twentieth century by methods for continuous responses. Despite influential work around 1900 by the British statistician Karl Pearson, relatively little development of models for categorical responses occurred until the 1960s. In this book we describe the early fundamental work that still has importance today but place primary emphasis on more recent modeling approaches. Before outlining
(From helping to assess the value of new medical treatments to evaluating thefactors that affect our opinions and behaviors, analysts today are findingmyriad uses for categorical data methods. In this book we introduce thesemethods and the theory behind them.Statistical methods for categorical responses were late in gaining the levelof sophistication achieved early in the twentieth century by methods forcontinuous responses. Despite influential work around 1900 by the Britishstatistician Karl Pearson, relatively little development of models for categoricalresponses occurred until the 1960s. In this book we describe the earlyfundamental work that still has importance today but place primary emphasison more recent modeling approaches. Before outlining)

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